Florian Tramer

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Ensemble Adversarial Training on MNIST

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Source code for the paper "Exploiting Excessive Invariance caused by Norm-Bounded Adversarial Robustness"

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Training data extraction on GPT-2

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Code for the paper "Adversarial Training and Robustness for Multiple Perturbations", NeurIPS 2019

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Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware

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Model extraction attacks on Machine-Learning-as-a-Service platforms.

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